Fast, Resource-Saving, and Anti-Collaborative Attack Trust Computing Scheme Based on Cross-Validation for Clustered Wireless Sensor Networks.
Chuanyi LiuXiaoyong LiPublished in: Sensors (2020)
Keyphrases
- cross validation
- wireless sensor networks
- model selection
- malicious nodes
- support vector
- variable selection
- hyperparameters
- training set
- regularization parameter
- cross validated
- generalization error
- sensor networks
- unseen data
- error estimates
- nearest neighbor classifiers
- information criterion
- energy consumption
- machine learning
- trust model
- ls svm
- regression problems
- feature extraction
- sensor nodes
- sample size
- wireless networks
- active learning